Deep Learning with PyTorch: Zero to GANs
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Overview
Deep Learning with PyTorch: Zero to GANs
Lesson
Lesson 1 - PyTorch Basics and Gradient Descent
Assignment
Assignment 1 - All About torch.Tensor
Lesson
Lesson 2 - Working with Images and Logistic Regression
Assignment
Assignment 2 - Train Your First Model
Lesson
Lesson 3 - Training Deep Neural Networks on a GPU
Assignment
Assignment 3 - Feed Forward Neural Networks
Lesson
Lesson 4 - Image Classification with Convolutional Neural Networks
Lesson
Lesson 5 - Data Augmentation, Regularization & ResNets
Lesson
Lesson 6: Generative Adversarial Networks and Transfer Learning
Assignment
Project - Train a Deep Learning Model from Scratch